OP Here, glad you liked it! The thing you're talking about definitely happens heaps as well, because of a fundamental mental blind spot we have. I'd definitely

OP Here, glad you liked it! The thing you're talking about definitely happens heaps as well, because of a fundamental mental blind spot we have. I'd definitely love to hear if you've got any more stories along these lines. The psychology of what makes a successful machine learning project really interests me, and I don't mean in terms of platitudes about openness and transparency. I'm really tempted to write another post about specifically the sort of thing you talk about in your example - narrative fallacies in machine learning. Basically because we operate in the unknown we tend to want to string the evidence we have together in a nice appealing way.